Overview

Dataset statistics

Number of variables18
Number of observations12330
Missing cells0
Missing cells (%)0.0%
Duplicate rows125
Duplicate rows (%)1.0%
Total size in memory1.5 MiB
Average record size in memory130.0 B

Variable types

NUM14
BOOL2
CAT2

Reproduction

Analysis started2020-08-29 15:51:35.757441
Analysis finished2020-08-29 15:52:46.754744
Duration1 minute and 11 seconds
Software versionpandas-profiling v2.9.0rc1
Download configurationconfig.yaml

Warnings

Dataset has 125 (1.0%) duplicate rows Duplicates
ExitRates is highly correlated with BounceRatesHigh correlation
BounceRates is highly correlated with ExitRatesHigh correlation
Administrative has 5768 (46.8%) zeros Zeros
Administrative_Duration has 5903 (47.9%) zeros Zeros
Informational has 9699 (78.7%) zeros Zeros
Informational_Duration has 9925 (80.5%) zeros Zeros
ProductRelated_Duration has 755 (6.1%) zeros Zeros
BounceRates has 5518 (44.8%) zeros Zeros
PageValues has 9600 (77.9%) zeros Zeros
SpecialDay has 11079 (89.9%) zeros Zeros

Variables

Administrative
Real number (ℝ≥0)

ZEROS

Distinct count27
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.31517
Minimum0
Maximum27
Zeros5768
Zeros (%)46.8%
Memory size96.3 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q34
95-th percentile9
Maximum27
Range27
Interquartile range (IQR)4

Descriptive statistics

Standard deviation3.32178
Coefficient of variation (CV)1.43479
Kurtosis4.70115
Mean2.31517
Median Absolute Deviation (MAD)1
Skewness1.96036
Sum28546
Variance11.0342
MonotocityNot monotonic
Histogram with fixed size bins (bins=27)
ValueCountFrequency (%) 
0576846.8%
 
1135411.0%
 
211149.0%
 
39157.4%
 
47656.2%
 
55754.7%
 
64323.5%
 
73382.7%
 
82872.3%
 
92251.8%
 
Other values (17)5574.5%
 
ValueCountFrequency (%) 
0576846.8%
 
1135411.0%
 
211149.0%
 
39157.4%
 
47656.2%
 
ValueCountFrequency (%) 
271< 0.1%
 
261< 0.1%
 
244< 0.1%
 
233< 0.1%
 
224< 0.1%
 

Administrative_Duration
Real number (ℝ≥0)

ZEROS

Distinct count3335
Unique (%)27.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean80.8186
Minimum0
Maximum3398.75
Zeros5903
Zeros (%)47.9%
Memory size96.3 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median7.5
Q393.2562
95-th percentile348.266
Maximum3398.75
Range3398.75
Interquartile range (IQR)93.2562

Descriptive statistics

Standard deviation176.779
Coefficient of variation (CV)2.18736
Kurtosis50.5567
Mean80.8186
Median Absolute Deviation (MAD)7.5
Skewness5.61572
Sum996493
Variance31250.9
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0590347.9%
 
4560.5%
 
5530.4%
 
7450.4%
 
11420.3%
 
6410.3%
 
14370.3%
 
9350.3%
 
15330.3%
 
10320.3%
 
Other values (3325)605349.1%
 
ValueCountFrequency (%) 
0590347.9%
 
1.333331< 0.1%
 
2150.1%
 
3260.2%
 
3.54< 0.1%
 
ValueCountFrequency (%) 
3398.751< 0.1%
 
2720.51< 0.1%
 
2657.321< 0.1%
 
2629.251< 0.1%
 
2407.421< 0.1%
 

Informational
Real number (ℝ≥0)

ZEROS

Distinct count17
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.503569
Minimum0
Maximum24
Zeros9699
Zeros (%)78.7%
Memory size96.3 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile3
Maximum24
Range24
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.27016
Coefficient of variation (CV)2.52231
Kurtosis26.9323
Mean0.503569
Median Absolute Deviation (MAD)0
Skewness4.03646
Sum6209
Variance1.6133
MonotocityNot monotonic
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%) 
0969978.7%
 
110418.4%
 
27285.9%
 
33803.1%
 
42221.8%
 
5990.8%
 
6780.6%
 
7360.3%
 
9150.1%
 
8140.1%
 
Other values (7)180.1%
 
ValueCountFrequency (%) 
0969978.7%
 
110418.4%
 
27285.9%
 
33803.1%
 
42221.8%
 
ValueCountFrequency (%) 
241< 0.1%
 
161< 0.1%
 
142< 0.1%
 
131< 0.1%
 
125< 0.1%
 

Informational_Duration
Real number (ℝ≥0)

ZEROS

Distinct count1258
Unique (%)10.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean34.4724
Minimum0
Maximum2549.38
Zeros9925
Zeros (%)80.5%
Memory size96.3 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile195
Maximum2549.38
Range2549.38
Interquartile range (IQR)0

Descriptive statistics

Standard deviation140.749
Coefficient of variation (CV)4.08296
Kurtosis76.3169
Mean34.4724
Median Absolute Deviation (MAD)0
Skewness7.57918
Sum425045
Variance19810.4
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0992580.5%
 
9330.3%
 
6260.2%
 
10260.2%
 
7260.2%
 
13230.2%
 
12230.2%
 
8220.2%
 
16220.2%
 
11210.2%
 
Other values (1248)218317.7%
 
ValueCountFrequency (%) 
0992580.5%
 
13< 0.1%
 
1.51< 0.1%
 
2110.1%
 
2.51< 0.1%
 
ValueCountFrequency (%) 
2549.381< 0.1%
 
2256.921< 0.1%
 
2252.031< 0.1%
 
2195.31< 0.1%
 
2166.51< 0.1%
 

ProductRelated
Real number (ℝ≥0)

Distinct count311
Unique (%)2.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean31.7315
Minimum0
Maximum705
Zeros38
Zeros (%)0.3%
Memory size96.3 KiB

Quantile statistics

Minimum0
5-th percentile1
Q17
median18
Q338
95-th percentile109
Maximum705
Range705
Interquartile range (IQR)31

Descriptive statistics

Standard deviation44.4755
Coefficient of variation (CV)1.40162
Kurtosis31.2117
Mean31.7315
Median Absolute Deviation (MAD)13
Skewness4.34152
Sum391249
Variance1978.07
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
16225.0%
 
24653.8%
 
34583.7%
 
44043.3%
 
63963.2%
 
73913.2%
 
53823.1%
 
83703.0%
 
103302.7%
 
93172.6%
 
Other values (301)819566.5%
 
ValueCountFrequency (%) 
0380.3%
 
16225.0%
 
24653.8%
 
34583.7%
 
44043.3%
 
ValueCountFrequency (%) 
7051< 0.1%
 
6861< 0.1%
 
5841< 0.1%
 
5341< 0.1%
 
5181< 0.1%
 

ProductRelated_Duration
Real number (ℝ≥0)

ZEROS

Distinct count9551
Unique (%)77.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1194.75
Minimum0
Maximum63973.5
Zeros755
Zeros (%)6.1%
Memory size96.3 KiB

Quantile statistics

Minimum0
5-th percentile0
Q1184.137
median598.937
Q31464.16
95-th percentile4300.29
Maximum63973.5
Range63973.5
Interquartile range (IQR)1280.02

Descriptive statistics

Standard deviation1913.67
Coefficient of variation (CV)1.60174
Kurtosis137.174
Mean1194.75
Median Absolute Deviation (MAD)500.937
Skewness7.26323
Sum1.47312e+07
Variance3.66213e+06
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
07556.1%
 
17210.2%
 
8170.1%
 
11170.1%
 
15160.1%
 
19150.1%
 
22150.1%
 
12150.1%
 
7140.1%
 
13140.1%
 
Other values (9541)1143192.7%
 
ValueCountFrequency (%) 
07556.1%
 
0.51< 0.1%
 
12< 0.1%
 
2.333331< 0.1%
 
2.666671< 0.1%
 
ValueCountFrequency (%) 
63973.51< 0.1%
 
43171.21< 0.1%
 
29970.51< 0.1%
 
27009.91< 0.1%
 
24844.21< 0.1%
 

BounceRates
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct count1872
Unique (%)15.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0221914
Minimum0
Maximum0.2
Zeros5518
Zeros (%)44.8%
Memory size96.3 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.00311247
Q30.0168126
95-th percentile0.2
Maximum0.2
Range0.2
Interquartile range (IQR)0.0168126

Descriptive statistics

Standard deviation0.0484883
Coefficient of variation (CV)2.18501
Kurtosis7.72316
Mean0.0221914
Median Absolute Deviation (MAD)0.00311247
Skewness2.94786
Sum273.62
Variance0.00235112
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0551844.8%
 
0.27005.7%
 
0.06666671341.1%
 
0.02857141150.9%
 
0.051130.9%
 
0.03333331010.8%
 
0.0251000.8%
 
0.0166667990.8%
 
0.1980.8%
 
0.04960.8%
 
Other values (1862)525642.6%
 
ValueCountFrequency (%) 
0551844.8%
 
2.73e-051< 0.1%
 
3.35e-051< 0.1%
 
3.83e-051< 0.1%
 
3.94e-051< 0.1%
 
ValueCountFrequency (%) 
0.27005.7%
 
0.1833331< 0.1%
 
0.185< 0.1%
 
0.1769231< 0.1%
 
0.1751< 0.1%
 

ExitRates
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count4777
Unique (%)38.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0430728
Minimum0
Maximum0.2
Zeros76
Zeros (%)0.6%
Memory size96.3 KiB

Quantile statistics

Minimum0
5-th percentile0.00456757
Q10.0142857
median0.0251564
Q30.05
95-th percentile0.2
Maximum0.2
Range0.2
Interquartile range (IQR)0.0357143

Descriptive statistics

Standard deviation0.0485965
Coefficient of variation (CV)1.12824
Kurtosis4.01703
Mean0.0430728
Median Absolute Deviation (MAD)0.0141726
Skewness2.14879
Sum531.088
Variance0.00236162
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.27105.8%
 
0.13382.7%
 
0.053292.7%
 
0.03333332912.4%
 
0.06666672672.2%
 
0.0252241.8%
 
0.042141.7%
 
0.01666671811.5%
 
0.021671.4%
 
0.02222221521.2%
 
Other values (4767)945776.7%
 
ValueCountFrequency (%) 
0760.6%
 
0.0001755931< 0.1%
 
0.0002504381< 0.1%
 
0.0002621231< 0.1%
 
0.0002631581< 0.1%
 
ValueCountFrequency (%) 
0.27105.8%
 
0.1923081< 0.1%
 
0.1888892< 0.1%
 
0.1866674< 0.1%
 
0.1833332< 0.1%
 

PageValues
Real number (ℝ≥0)

ZEROS

Distinct count2704
Unique (%)21.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.88926
Minimum0
Maximum361.764
Zeros9600
Zeros (%)77.9%
Memory size96.3 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile38.1605
Maximum361.764
Range361.764
Interquartile range (IQR)0

Descriptive statistics

Standard deviation18.5684
Coefficient of variation (CV)3.15293
Kurtosis65.6357
Mean5.88926
Median Absolute Deviation (MAD)0
Skewness6.38296
Sum72614.5
Variance344.787
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0960077.9%
 
53.9886< 0.1%
 
42.29313< 0.1%
 
40.27822< 0.1%
 
12.55892< 0.1%
 
44.89352< 0.1%
 
58.92422< 0.1%
 
16.15862< 0.1%
 
10.9992< 0.1%
 
21.21132< 0.1%
 
Other values (2694)270722.0%
 
ValueCountFrequency (%) 
0960077.9%
 
0.03803451< 0.1%
 
0.06704951< 0.1%
 
0.09354691< 0.1%
 
0.09862141< 0.1%
 
ValueCountFrequency (%) 
361.7641< 0.1%
 
360.9531< 0.1%
 
287.9541< 0.1%
 
270.7851< 0.1%
 
261.4911< 0.1%
 

SpecialDay
Real number (ℝ≥0)

ZEROS

Distinct count6
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0614274
Minimum0
Maximum1
Zeros11079
Zeros (%)89.9%
Memory size96.3 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.6
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.198917
Coefficient of variation (CV)3.23825
Kurtosis9.91366
Mean0.0614274
Median Absolute Deviation (MAD)0
Skewness3.30267
Sum757.4
Variance0.0395681
MonotocityNot monotonic
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%) 
01107989.9%
 
0.63512.8%
 
0.83252.6%
 
0.42432.0%
 
0.21781.4%
 
11541.2%
 
ValueCountFrequency (%) 
01107989.9%
 
0.21781.4%
 
0.42432.0%
 
0.63512.8%
 
0.83252.6%
 
ValueCountFrequency (%) 
11541.2%
 
0.83252.6%
 
0.63512.8%
 
0.42432.0%
 
0.21781.4%
 

Month
Categorical

Distinct count10
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size96.3 KiB
May
3364 
Nov
2998 
Mar
1907 
Dec
1727 
Oct
549 
Other values (5)
1785 
ValueCountFrequency (%) 
May336427.3%
 
Nov299824.3%
 
Mar190715.5%
 
Dec172714.0%
 
Oct5494.5%
 
Sep4483.6%
 
Aug4333.5%
 
Jul4323.5%
 
June2882.3%
 
Feb1841.5%
 

Length

Max length4
Median length3
Mean length3.02336
Min length3

OperatingSystems
Real number (ℝ≥0)

Distinct count8
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.12401
Minimum1
Maximum8
Zeros0
Zeros (%)0.0%
Memory size96.3 KiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median2
Q33
95-th percentile3
Maximum8
Range7
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.911325
Coefficient of variation (CV)0.429059
Kurtosis10.4568
Mean2.12401
Median Absolute Deviation (MAD)0
Skewness2.06629
Sum26189
Variance0.830513
MonotocityNot monotonic
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
2660153.5%
 
1258521.0%
 
3255520.7%
 
44783.9%
 
8790.6%
 
6190.2%
 
770.1%
 
56< 0.1%
 
ValueCountFrequency (%) 
1258521.0%
 
2660153.5%
 
3255520.7%
 
44783.9%
 
56< 0.1%
 
ValueCountFrequency (%) 
8790.6%
 
770.1%
 
6190.2%
 
56< 0.1%
 
44783.9%
 

Browser
Real number (ℝ≥0)

Distinct count13
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.3571
Minimum1
Maximum13
Zeros0
Zeros (%)0.0%
Memory size96.3 KiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median2
Q32
95-th percentile5
Maximum13
Range12
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.71728
Coefficient of variation (CV)0.728556
Kurtosis12.7467
Mean2.3571
Median Absolute Deviation (MAD)0
Skewness3.24235
Sum29063
Variance2.94904
MonotocityNot monotonic
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%) 
2796164.6%
 
1246220.0%
 
47366.0%
 
54673.8%
 
61741.4%
 
101631.3%
 
81351.1%
 
31050.9%
 
13610.5%
 
7490.4%
 
Other values (3)170.1%
 
ValueCountFrequency (%) 
1246220.0%
 
2796164.6%
 
31050.9%
 
47366.0%
 
54673.8%
 
ValueCountFrequency (%) 
13610.5%
 
12100.1%
 
116< 0.1%
 
101631.3%
 
91< 0.1%
 

Region
Real number (ℝ≥0)

Distinct count9
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.14736
Minimum1
Maximum9
Zeros0
Zeros (%)0.0%
Memory size96.3 KiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median3
Q34
95-th percentile8
Maximum9
Range8
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.40159
Coefficient of variation (CV)0.763048
Kurtosis-0.14868
Mean3.14736
Median Absolute Deviation (MAD)2
Skewness0.983549
Sum38807
Variance5.76764
MonotocityNot monotonic
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%) 
1478038.8%
 
3240319.5%
 
411829.6%
 
211369.2%
 
68056.5%
 
77616.2%
 
95114.1%
 
84343.5%
 
53182.6%
 
ValueCountFrequency (%) 
1478038.8%
 
211369.2%
 
3240319.5%
 
411829.6%
 
53182.6%
 
ValueCountFrequency (%) 
95114.1%
 
84343.5%
 
77616.2%
 
68056.5%
 
53182.6%
 

TrafficType
Real number (ℝ≥0)

Distinct count20
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.06959
Minimum1
Maximum20
Zeros0
Zeros (%)0.0%
Memory size96.3 KiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median2
Q34
95-th percentile13
Maximum20
Range19
Interquartile range (IQR)2

Descriptive statistics

Standard deviation4.02517
Coefficient of variation (CV)0.989086
Kurtosis3.47971
Mean4.06959
Median Absolute Deviation (MAD)1
Skewness1.96299
Sum50178
Variance16.202
MonotocityNot monotonic
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%) 
2391331.7%
 
1245119.9%
 
3205216.6%
 
410698.7%
 
137386.0%
 
104503.6%
 
64443.6%
 
83432.8%
 
52602.1%
 
112472.0%
 
Other values (10)3632.9%
 
ValueCountFrequency (%) 
1245119.9%
 
2391331.7%
 
3205216.6%
 
410698.7%
 
52602.1%
 
ValueCountFrequency (%) 
201981.6%
 
19170.1%
 
18100.1%
 
171< 0.1%
 
163< 0.1%
 

VisitorType
Categorical

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size96.3 KiB
Returning_Visitor
10551 
New_Visitor
1694 
Other
 
85
ValueCountFrequency (%) 
Returning_Visitor1055185.6%
 
New_Visitor169413.7%
 
Other850.7%
 

Length

Max length17
Median length17
Mean length16.0929
Min length5

Weekend
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size12.0 KiB
False
9462 
True
2868 
ValueCountFrequency (%) 
False946276.7%
 
True286823.3%
 

Revenue
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size12.0 KiB
False
10422 
True
1908 
ValueCountFrequency (%) 
False1042284.5%
 
True190815.5%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

Sample

First rows

AdministrativeAdministrative_DurationInformationalInformational_DurationProductRelatedProductRelated_DurationBounceRatesExitRatesPageValuesSpecialDayMonthOperatingSystemsBrowserRegionTrafficTypeVisitorTypeWeekendRevenue
000.000.010.0000000.2000000.2000000.00.0Feb1111Returning_VisitorFalseFalse
100.000.0264.0000000.0000000.1000000.00.0Feb2212Returning_VisitorFalseFalse
200.000.010.0000000.2000000.2000000.00.0Feb4193Returning_VisitorFalseFalse
300.000.022.6666670.0500000.1400000.00.0Feb3224Returning_VisitorFalseFalse
400.000.010627.5000000.0200000.0500000.00.0Feb3314Returning_VisitorTrueFalse
500.000.019154.2166670.0157890.0245610.00.0Feb2213Returning_VisitorFalseFalse
600.000.010.0000000.2000000.2000000.00.4Feb2433Returning_VisitorFalseFalse
710.000.000.0000000.2000000.2000000.00.0Feb1215Returning_VisitorTrueFalse
800.000.0237.0000000.0000000.1000000.00.8Feb2223Returning_VisitorFalseFalse
900.000.03738.0000000.0000000.0222220.00.4Feb2412Returning_VisitorFalseFalse

Last rows

AdministrativeAdministrative_DurationInformationalInformational_DurationProductRelatedProductRelated_DurationBounceRatesExitRatesPageValuesSpecialDayMonthOperatingSystemsBrowserRegionTrafficTypeVisitorTypeWeekendRevenue
1232000.0000.08143.5833330.0142860.0500000.0000000.0Nov2231Returning_VisitorFalseFalse
1232100.0000.060.0000000.2000000.2000000.0000000.0Nov1841Returning_VisitorFalseFalse
12322676.2500.0221075.2500000.0000000.0041670.0000000.0Dec2242Returning_VisitorFalseFalse
12323264.7500.0441157.9761900.0000000.0139530.0000000.0Nov22110Returning_VisitorFalseFalse
1232400.0010.016503.0000000.0000000.0376470.0000000.0Nov2211Returning_VisitorFalseFalse
123253145.0000.0531783.7916670.0071430.02903112.2417170.0Dec4611Returning_VisitorTrueFalse
1232600.0000.05465.7500000.0000000.0213330.0000000.0Nov3218Returning_VisitorTrueFalse
1232700.0000.06184.2500000.0833330.0866670.0000000.0Nov32113Returning_VisitorTrueFalse
12328475.0000.015346.0000000.0000000.0210530.0000000.0Nov22311Returning_VisitorFalseFalse
1232900.0000.0321.2500000.0000000.0666670.0000000.0Nov3212New_VisitorTrueFalse

Duplicate rows

Most frequent

AdministrativeAdministrative_DurationInformationalInformational_DurationProductRelatedProductRelated_DurationBounceRatesExitRatesPageValuesSpecialDayMonthOperatingSystemsBrowserRegionTrafficTypeVisitorTypeWeekendRevenuecount
2600.000.010.00.20.20.00.0Mar2211Returning_VisitorFalseFalse14
3600.000.010.00.20.20.00.0Mar3231Returning_VisitorFalseFalse7
4400.000.010.00.20.20.00.0May2213Returning_VisitorFalseFalse7
3800.000.010.00.20.20.00.0May1113Returning_VisitorFalseFalse6
1300.000.010.00.20.20.00.0Dec813920OtherFalseFalse5
3400.000.010.00.20.20.00.0Mar3211Returning_VisitorFalseFalse4
4100.000.010.00.20.20.00.0May1143Returning_VisitorFalseFalse4
6000.000.010.00.20.20.00.0Nov2211Returning_VisitorFalseFalse4
000.000.010.00.20.20.00.0Dec1111Returning_VisitorTrueFalse3
300.000.010.00.20.20.00.0Dec1141Returning_VisitorTrueFalse3